Data Augmentation

SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering CVPR 2022 Syntactically Robust Training on Partially-Observed Data for Open Information Extraction EMNLP 2022 Syntax-driven Data Augmentation for Named Entity Recognition COLING 2022 Synthesizing Near Native-accented Speech for a Non-native Speaker by Imitating the Pronunciation and Prosody of a Native Speaker Interspeech 2022 SynthMap: a generative model for synthesis of 3D datasets for quantitative MRI parameter mapping of myelin water fraction MIDL 2022 SZLoc: A Multi-resolution Architecture for Automated Epileptic Seizure Localization from Scalp EEG MIDL 2022 Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22 EMNLP 2022 Tailor: Generating and Perturbing Text with Semantic Controls ACL 2022 Task-driven augmented data evaluation EMNLP 2022 TaskMix: Data Augmentation for Meta-Learning of Spoken Intent Understanding AACL 2022 TeachAugment: Data Augmentation Optimization Using Teacher Knowledge CVPR 2022 TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla SemEval 2022 Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task EMNLP 2022 Tencent’s Multilingual Machine Translation System for WMT22 Large-Scale African Languages EMNLP 2022 Tensor Feature Hallucination for Few-Shot Learning WACV 2022 Tesla at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Transformer-based Models with Data Augmentation SemEval 2022 TexPrax: A Messaging Application for Ethical, Real-time Data Collection and Annotation AACL 2022 Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks ACL 2022 TF-IDF or Transformers for Arabic Dialect Identification? ITFLOWS participation in the NADI 2022 Shared Task EMNLP 2022 The AISP-SJTU Translation System for WMT 2022 EMNLP 2022 The ARC-NKUA Submission for the English-Ukrainian General Machine Translation Shared Task at WMT22 EMNLP 2022 The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset NeurIPS 2022 The Effects of Regularization and Data Augmentation are Class Dependent NeurIPS 2022 The lack of theory is painful: Modeling Harshness in Peer Review Comments AACL 2022 The Majority Can Help the Minority: Context-Rich Minority Oversampling for Long-Tailed Classification CVPR 2022